Agentic AI Bootcamp: AI Agents with Python, n8n, MCP & RAG
Published 12/2025
Created by Arnold Oberleiter
MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz, 2 Ch
Level: All | Genre: eLearning | Language: English | Duration: 199 Lectures ( 32h 27m ) | Size: 31.4 GB
Full Stack AI Engineering: OpenAI SDK, CrewAI, Pydantic AI, LangChain, React, Node.js, AutoGen, Voice & Local Automation
What you'll learn
Master AI Engineering & "Vibe Coding": Use Cursor, Python, Node.js, Git & GitHub to build software fast.
Build Python AI Agents: Master Pydantic AI, Gradio Interfaces, Guardrails & Eval-Frameworks.
Create OpenAI Agents: Use the OpenAI AgentKit, Agent Builder & integrate ChatKit into Next.js & React Apps.
Develop Deep Research Agents: Build autonomous agents that search the web and synthesize complex reports.
Master the MCP (Model Context Protocol): Connect Claude Desktop, Cursor & Antigravity with local files & tools.
Build Custom MCP Servers: Create your own MCP tools using Python and n8n to control external APIs.
Automate with n8n (Low-Code): Master Webhooks, HTTP Requests, Code Nodes, Merges, If Node, Loops & Error Handling.
Advanced n8n Workflows: Build Multi-Agent Systems, Orchestrators, Telegram Bots & Self-Host n8n.
Integrate Databases & SQL: Connect Supabase, Pinecone, Postgres & Vector Databases to your AI Agents.
Local AI & Privacy: Run Ollama, DeepSeek, Qwen, Kimi, zAI & Llama models locally with Docker & Flowise.
Master RAG (Retrieval-Augmented Generation): optimize Embeddings, Chunking, Tok-K, Temperature, Top-P Markdown & Vector Search.
Build Visual Agents with Flowise: Create LangChain & LangGraph agents without coding & host them on Render.
Develop Voice Agents: Build Real-Time AI Voice Assistants with Python, LiveKit, Vapi & ElevenLabs.
Generative AI & Diffusion: Automate ComfyUI, Flux, Z-Image & SDXL for Image & Video Generation via n8n.
Explore Agentic Frameworks: Understand AutoGen, CrewAI, Semantic Kernel, Open WebUI & Microsoft's AI Stack.
Build an AI Agency: Learn Pricing, Lead Generation, Sales Strategy & Niche Finding for AI Services.
AI Security & Law: Master GDPR, EU AI Act Compliance, prevent Prompt Injection, Jailbreaks & Data Poisoning.
Deploy & Host: Publish to GitHub, Host on Render, Deploy Next.js Apps & Manage Docker Containers.
Master AI Web Development & Build Custom AI Frontends: Deploy custom AI Chatbots using Next.js, React, TypeScript, Vite & Tailwind CSS directly into websites
Requirements
No prior knowledge required, everything is shown step by step.
A Computer (Mac, Windows, or Linux): You should have admin rights to install software like Node.js, Python, and Docker.
Curiosity & Patience: We cover advanced topics like AI Agents and RAG. Step-by-step instructions are provided, but a problem-solving mindset helps!
Description
Stop watching AI happen. Start building it.You've seen what AI can do. But how do you go beyond simple prompts to build autonomous agents, scalable automations, and real business applications?This course is the ultimate masterclass for AI Automation and AI Agents. It bridges the gap between Low-Code (n8n, Flowise) and Pro-Code (Python, Pydantic AI, Cursor), giving you the complete skillset to dominate the AI landscape in 2026.From building local RAG systems that run on your laptop to deploying enterprise-grade Voice Agents and mastering the Model Context Protocol (MCP)-this course covers it all.Whether you are a developer, an entrepreneur, or an automation enthusiast, you will learn how to orchestrate LLMs (like DeepSeek, GPT, Claude, Gemini) to do real work for you.What You'll Get:Hands-on Projects: Build Deep Research Agents, Voice Avatars, Marketing Bots, and Lead Gen Systems & more.Downloadable Resources: Access ready-to-use JSON workflows, Python code repositories, and System Prompts to fast-track your implementation.Dual-Track Learning: Learn both the visual way (n8n, Flowise) and the coding way (Python, Next.js).What You'll Learn in This Course:Foundations: LLMs, Setup & "Vibe Coding"Start strong with the essential tools of the trade.Cursor Crash Course: Master the AI code editor that writes software for you ("Vibe Coding").AI Fundamentals: Deep dive into LLMs, Tokens, Function Calling, and "Reasoning Models" like DeepSeek R1, GPT 5.2 Thinking and OpenAI o3.Full Stack Setup: Install Python, pip, uv, Node.js, Git, and Docker correctly to prepare your machine for AI development.OpenAI Agent Ecosystem & Web AppsBuild official agents using the latest OpenAI tools and OpenAI Agent SDK.OpenAI AgentKit & Agent Builder: Create agents with state variables, guardrails, and internet access.Next.js & React Integration: Build your own Chat UI (ChatKit) and deploy custom widgets to websites.Deep Research Agent: Build a complex agent capable of scouring the web and synthesizing reports.Python AI Agents with Pydantic AIStep into professional AI engineering with code.Pydantic AI Framework: Build type-safe, robust agents using Python.Gradio Interfaces: Create user-friendly web interfaces for your Python scripts.Code & Deploy: Learn to publish your projects on GitHub and share them with the world.Local AI & RAG (Privacy-First)Run AI entirely on your own hardware-no API bills, full privacy.Local Stack: Master Ollama, Docker, and Flowise for offline AI.Advanced RAG (Retrieval-Augmented Generation): Set up Postgres Vector Databases, manage embeddings, and optimize chunking strategies.LangChain & LangGraph: Understand the architecture behind modern AI chains.Mastering Flowise: Visual AI AgentsCreate powerful chatbots without writing code.API-Powered Agents: Connect LLMs to real-world tools via API integrations.Custom Chatbots: Build, brand, and embed RAG chatbots into WordPress and custom websites.Sentiment Analysis: Automate customer support routing based on user emotion.AI Automation with n8n (Low-Code)The heart of business automation-connect everything.n8n Fundamentals & SQL: Master the interface, variables, and connect to Supabase databases.Advanced Workflows: Build Telegram Bots, Multi-Agent Systems, and orchestrator patterns.Web Scraping & HTML: Turn any website content into a knowledge base for your agents.Self-Hosting: Learn to host n8n on your own servers to save costs.MCP: The Model Context ProtocolLearn the hottest technology in AI integration.MCP Explained: Connect Claude Desktop, Cursor, and ChatGPT to your local tools and files.Build Custom MCP Servers: Create your own servers in Python and n8n.Cross-Platform Tools: Use MCP to give your agents access to Slack, GitHub, and database tools seamlessly.Voice Agents & AI AvatarsGive your AI a voice and a face.LiveKit & Python: Build real-time, conversational voice agents.Telephony Integration: Connect Vapi and ElevenLabs to phone numbers for inbound/outbound calls (e.g., restaurant booking bots).AI Avatars: Create interactive visual agents that speak to users.Generative AI & Image AutomationAutomate creativity with diffusion models.ComfyUI Masterclass: Build complex image and video generation workflows.Flux, Z-Image & SDXL: Run state-of-the-art image models locally.Agentic Design: Trigger image generation automatically via n8n agents.Building a Business & SecurityTurn your skills into a profitable agency and stay safe.Agency Blueprint: How to price, package, and sell AI services to clients.Lead Generation: Strategies for cold outreach and social media content.AI Security & Law: Understand GDPR, the EU AI Act, Prompt Injection, and Jailbreaking protection.Become an Expert in the Future of Tech!By the end of this course, you won't just understand the theory-you will have a portfolio of working agents, a deep understanding of n8n, Python, and MCP, and the business knowledge to monetize your skills.Sign up now and start building the future!
Who this course is for
Aspiring AI Engineers & Developers: If you know some Python (or want to learn it via "Vibe Coding" with Cursor) and want to master the modern AI stack-including Pydantic AI, MCP, Guardrails, and RAG-this course is your blueprint.
Automation Experts & No-Coders: Users of Zapier or Make who are ready to level up to n8n and build autonomous AI Agents rather than just simple linear workflows.
Entrepreneurs & Agency Owners: If you want to build and sell AI services (like Voice Agents, Support Bots, or Lead Gen Systems) to clients, this course covers the tech AND the business side (Pricing, Sales, Legal).
Product Managers & Tech Enthusiasts: Anyone who wants to understand how LLMs, Vector Databases, and Agents truly work under the hood to prototype ideas faster using OpenAI AgentKit or Flowise.
Privacy-Focused Users: Individuals who want to run Local AI (Ollama, DeepSeek) on their own hardware without relying on cloud APIs.
Creative Professionals: If you want to automate content creation using ComfyUI, Image Generation, and Video AI workflows.
Homepage
rofitabilityLiquidityEfficiencyFinancial positionDrawing conclusions for usersAbout the LecturerI have been teaching ACCA, CIMA, Cambridge, Edexcel Curriculums and other accounting qualifications for more than a decade.Well known among the students for formulating an easy and logical explanation for any complex concept, theory or calculation.I have produced several World Prize Winners and Country Prize Winners in finance professional qualifications.
